Footer with citation + GitHub link; disclaimer moved to footer; README QA (auto-search flow, current labels); remove inert GitHub Actions file

README: current cold-start expectations; embeddings.npz in layout

Document free-tier behaviour and cold-start expectations

Restamp embeddings md5 guard for optimizer-stripped weights

Search ranking tiers: name > synonym > description matches, so auto-select never prefers a description-only hit

Usability: examples run on click, page opens with a live demo, background prewarm eliminates first-user cold start, visible errors

UX: search auto-populates and auto-ranks (no Enter needed); perf: precomputed embeddings with weights-md5 guard (cold start ~90s -> ~15s), single-pass lowercase search blobs

Keep Open Targets link column through display-frame subsetting so Gene/Disease cells hyperlink

Restore search/display columns in packaged frames (synonyms, ExactSynonyms, tractability, functionDescriptions) -- disease search was raising KeyError

Update to Open Targets Release 25.12: retrained model (validation-selected seed), matched vocab+data artifacts, OOF OTTree comparison for all pairs, plain-language known/novel labels, OTTree-first default sort, candidate-universe caption

Fix vocabulary permutation (serve training-time vocab via vocabs.json.gz); link disease/target names to Open Targets; show data release version

Fix vocabulary permutation (serve training-time vocab via vocabs.json.gz); link disease/target names to Open Targets; show data release version

Fix vocabulary permutation (serve training-time vocab via vocabs.json.gz); link disease/target names to Open Targets; show data release version

Fix vocabulary permutation (serve training-time vocab via vocabs.json.gz); link disease/target names to Open Targets; show data release version

Pin requirements to the tested environment (Python 3.10)

Update demo to the full two-tower UI

Update README.md

added paper mention

Upload folder using huggingface_hub

Upload folder using huggingface_hub

Upload folder using huggingface_hub

initial commit